---
title: "Discussion on \"🔍 Retrieval-Augmented Generation (RAG): A Complete Guide\" | Hashnode"
description: "Discussion on \"🔍 Retrieval-Augmented Generation (RAG): A Complete Guide\". 1. What it is\nRetrieval-Augmented Generation (RAG) is an advanced AI framework that combines retrievers (for fetching knowledge) with generators (for producing natural language responses). Instead of relying only on pre-trained knowledge, RAG can pul..."
url: "https://hashnode.com/posts/retrieval-augmented-generation-rag-a-complete-guide/68b46243670a6cffa7509a6b"
---

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# [🔍 Retrieval-Augmented Generation (RAG): A Complete Guide](https://ragbasics.hashnode.dev/retrieval-augmented-generation-rag-a-complete-guide?utm_source=hashnode&utm_medium=feed)

1\. What it is Retrieval-Augmented Generation (RAG) is an advanced AI framework that combines retrievers (for fetching knowledge) with generators (for producing natural language responses). Instead of relying only on pre-trained knowledge, RAG can pul...

Aug 31, 2025 · 2 min read · ragbasics.hashnode.dev  
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[Yash Prashant Sonawane](https://hashnode.com/@yash12991)

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